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Add b200 tunings for histogram #3616

Merged
merged 1 commit into from
Jan 30, 2025
Merged

Add b200 tunings for histogram #3616

merged 1 commit into from
Jan 30, 2025

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bernhardmgruber
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@bernhardmgruber bernhardmgruber requested a review from a team as a code owner January 30, 2025 18:57
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🟩 CI finished in 1h 13m: Pass: 100%/89 | Total: 15h 22m | Avg: 10m 21s | Max: 37m 25s | Hits: 418%/10896

  • 🟩 cub: Pass: 100%/44 | Total: 8h 13m | Avg: 11m 13s | Max: 32m 58s | Hits: 529%/3512 

    🟩 cpu
  🟩 amd64              Pass: 100%/42  | Total:  8h 01m | Avg: 11m 27s | Max: 32m 58s | Hits: 529%/3512  
  🟩 arm64              Pass: 100%/2   | Total: 12m 37s | Avg:  6m 18s | Max:  6m 40s
🟩 ctk
  🟩 12.0               Pass: 100%/5   | Total: 50m 18s | Avg: 10m 03s | Max: 25m 23s | Hits: 529%/878   
  🟩 12.5               Pass: 100%/2   | Total: 24m 18s | Avg: 12m 09s | Max: 12m 19s
  🟩 12.6               Pass: 100%/37  | Total:  6h 59m | Avg: 11m 19s | Max: 32m 58s | Hits: 529%/2634  
🟩 cudacxx
  🟩 ClangCUDA18        Pass: 100%/2   | Total: 10m 59s | Avg:  5m 29s | Max:  5m 32s
  🟩 nvcc12.0           Pass: 100%/5   | Total: 50m 18s | Avg: 10m 03s | Max: 25m 23s | Hits: 529%/878   
  🟩 nvcc12.5           Pass: 100%/2   | Total: 24m 18s | Avg: 12m 09s | Max: 12m 19s
  🟩 nvcc12.6           Pass: 100%/35  | Total:  6h 48m | Avg: 11m 39s | Max: 32m 58s | Hits: 529%/2634  
🟩 cudacxx_family
  🟩 ClangCUDA          Pass: 100%/2   | Total: 10m 59s | Avg:  5m 29s | Max:  5m 32s
  🟩 nvcc               Pass: 100%/42  | Total:  8h 02m | Avg: 11m 29s | Max: 32m 58s | Hits: 529%/3512  
🟩 cxx
  🟩 Clang14            Pass: 100%/4   | Total: 26m 01s | Avg:  6m 30s | Max:  6m 42s
  🟩 Clang15            Pass: 100%/2   | Total: 13m 45s | Avg:  6m 52s | Max:  6m 54s
  🟩 Clang16            Pass: 100%/2   | Total: 13m 20s | Avg:  6m 40s | Max:  7m 02s
  🟩 Clang17            Pass: 100%/2   | Total: 13m 42s | Avg:  6m 51s | Max:  6m 55s
  🟩 Clang18            Pass: 100%/7   | Total:  1h 13m | Avg: 10m 33s | Max: 22m 38s
  🟩 GCC7               Pass: 100%/2   | Total: 12m 59s | Avg:  6m 29s | Max:  6m 53s
  🟩 GCC8               Pass: 100%/1   | Total:  6m 11s | Avg:  6m 11s | Max:  6m 11s
  🟩 GCC9               Pass: 100%/2   | Total: 12m 37s | Avg:  6m 18s | Max:  6m 35s
  🟩 GCC10              Pass: 100%/2   | Total: 12m 42s | Avg:  6m 21s | Max:  6m 27s
  🟩 GCC11              Pass: 100%/2   | Total: 13m 01s | Avg:  6m 30s | Max:  6m 31s
  🟩 GCC12              Pass: 100%/4   | Total: 45m 29s | Avg: 11m 22s | Max: 26m 09s
  🟩 GCC13              Pass: 100%/8   | Total:  1h 50m | Avg: 13m 47s | Max: 25m 44s
  🟩 MSVC14.29          Pass: 100%/2   | Total: 53m 17s | Avg: 26m 38s | Max: 27m 54s | Hits: 529%/1756  
  🟩 MSVC14.39          Pass: 100%/2   | Total:  1h 02m | Avg: 31m 07s | Max: 32m 58s | Hits: 529%/1756  
  🟩 NVHPC24.7          Pass: 100%/2   | Total: 24m 18s | Avg: 12m 09s | Max: 12m 19s
🟩 cxx_family
  🟩 Clang              Pass: 100%/17  | Total:  2h 20m | Avg:  8m 16s | Max: 22m 38s
  🟩 GCC                Pass: 100%/21  | Total:  3h 33m | Avg: 10m 09s | Max: 26m 09s
  🟩 MSVC               Pass: 100%/4   | Total:  1h 55m | Avg: 28m 53s | Max: 32m 58s | Hits: 529%/3512  
  🟩 NVHPC              Pass: 100%/2   | Total: 24m 18s | Avg: 12m 09s | Max: 12m 19s
🟩 gpu
  🟩 h100               Pass: 100%/2   | Total: 31m 10s | Avg: 15m 35s | Max: 26m 09s
  🟩 rtxa6000           Pass: 100%/8   | Total:  2h 22m | Avg: 17m 45s | Max: 25m 44s
  🟩 v100               Pass: 100%/34  | Total:  5h 20m | Avg:  9m 25s | Max: 32m 58s | Hits: 529%/3512  
🟩 jobs
  🟩 Build              Pass: 100%/37  | Total:  5h 38m | Avg:  9m 09s | Max: 32m 58s | Hits: 529%/3512  
  🟩 DeviceLaunch       Pass: 100%/1   | Total: 21m 37s | Avg: 21m 37s | Max: 21m 37s
  🟩 GraphCapture       Pass: 100%/1   | Total: 15m 21s | Avg: 15m 21s | Max: 15m 21s
  🟩 HostLaunch         Pass: 100%/3   | Total:  1h 14m | Avg: 24m 50s | Max: 26m 09s
  🟩 TestGPU            Pass: 100%/2   | Total: 43m 49s | Avg: 21m 54s | Max: 22m 08s
🟩 sm
  🟩 90                 Pass: 100%/2   | Total: 31m 10s | Avg: 15m 35s | Max: 26m 09s
  🟩 90a                Pass: 100%/1   | Total:  5m 27s | Avg:  5m 27s | Max:  5m 27s
🟩 std
  🟩 17                 Pass: 100%/20  | Total:  3h 18m | Avg:  9m 55s | Max: 29m 17s | Hits: 529%/2634  
  🟩 20                 Pass: 100%/24  | Total:  4h 55m | Avg: 12m 18s | Max: 32m 58s | Hits: 529%/878

  • 🟩 thrust: Pass: 100%/42 | Total: 6h 33m | Avg: 9m 22s | Max: 37m 25s | Hits: 365%/7384 

    🟩 cmake_options
  🟩 -DTHRUST_DISPATCH_TYPE=Force32bit Pass: 100%/2   | Total: 16m 33s | Avg:  8m 16s | Max: 10m 38s
🟩 cpu
  🟩 amd64              Pass: 100%/40  | Total:  6h 23m | Avg:  9m 35s | Max: 37m 25s | Hits: 365%/7384  
  🟩 arm64              Pass: 100%/2   | Total:  9m 53s | Avg:  4m 56s | Max:  5m 09s
🟩 ctk
  🟩 12.0               Pass: 100%/5   | Total: 46m 41s | Avg:  9m 20s | Max: 25m 12s | Hits: 365%/1846  
  🟩 12.5               Pass: 100%/2   | Total: 29m 20s | Avg: 14m 40s | Max: 14m 52s
  🟩 12.6               Pass: 100%/35  | Total:  5h 17m | Avg:  9m 04s | Max: 37m 25s | Hits: 365%/5538  
🟩 cudacxx
  🟩 ClangCUDA18        Pass: 100%/2   | Total: 11m 19s | Avg:  5m 39s | Max:  5m 59s
  🟩 nvcc12.0           Pass: 100%/5   | Total: 46m 41s | Avg:  9m 20s | Max: 25m 12s | Hits: 365%/1846  
  🟩 nvcc12.5           Pass: 100%/2   | Total: 29m 20s | Avg: 14m 40s | Max: 14m 52s
  🟩 nvcc12.6           Pass: 100%/33  | Total:  5h 06m | Avg:  9m 16s | Max: 37m 25s | Hits: 365%/5538  
🟩 cudacxx_family
  🟩 ClangCUDA          Pass: 100%/2   | Total: 11m 19s | Avg:  5m 39s | Max:  5m 59s
  🟩 nvcc               Pass: 100%/40  | Total:  6h 22m | Avg:  9m 33s | Max: 37m 25s | Hits: 365%/7384  
🟩 cxx
  🟩 Clang14            Pass: 100%/4   | Total: 21m 32s | Avg:  5m 23s | Max:  5m 32s
  🟩 Clang15            Pass: 100%/2   | Total: 11m 39s | Avg:  5m 49s | Max:  6m 00s
  🟩 Clang16            Pass: 100%/2   | Total: 11m 45s | Avg:  5m 52s | Max:  5m 53s
  🟩 Clang17            Pass: 100%/2   | Total: 11m 04s | Avg:  5m 32s | Max:  5m 37s
  🟩 Clang18            Pass: 100%/7   | Total: 44m 51s | Avg:  6m 24s | Max:  9m 58s
  🟩 GCC7               Pass: 100%/2   | Total: 11m 29s | Avg:  5m 44s | Max:  5m 57s
  🟩 GCC8               Pass: 100%/1   | Total:  5m 44s | Avg:  5m 44s | Max:  5m 44s
  🟩 GCC9               Pass: 100%/2   | Total: 11m 23s | Avg:  5m 41s | Max:  6m 08s
  🟩 GCC10              Pass: 100%/2   | Total: 11m 26s | Avg:  5m 43s | Max:  5m 45s
  🟩 GCC11              Pass: 100%/2   | Total: 43m 32s | Avg: 21m 46s | Max: 37m 25s
  🟩 GCC12              Pass: 100%/2   | Total: 12m 25s | Avg:  6m 12s | Max:  6m 26s
  🟩 GCC13              Pass: 100%/8   | Total: 56m 55s | Avg:  7m 06s | Max: 11m 16s
  🟩 MSVC14.29          Pass: 100%/2   | Total: 53m 54s | Avg: 26m 57s | Max: 28m 42s | Hits: 365%/3692  
  🟩 MSVC14.39          Pass: 100%/2   | Total: 56m 27s | Avg: 28m 13s | Max: 29m 37s | Hits: 365%/3692  
  🟩 NVHPC24.7          Pass: 100%/2   | Total: 29m 20s | Avg: 14m 40s | Max: 14m 52s
🟩 cxx_family
  🟩 Clang              Pass: 100%/17  | Total:  1h 40m | Avg:  5m 55s | Max:  9m 58s
  🟩 GCC                Pass: 100%/19  | Total:  2h 32m | Avg:  8m 02s | Max: 37m 25s
  🟩 MSVC               Pass: 100%/4   | Total:  1h 50m | Avg: 27m 35s | Max: 29m 37s | Hits: 365%/7384  
  🟩 NVHPC              Pass: 100%/2   | Total: 29m 20s | Avg: 14m 40s | Max: 14m 52s
🟩 gpu
  🟩 rtx4090            Pass: 100%/8   | Total:  1h 04m | Avg:  8m 05s | Max: 11m 16s
  🟩 v100               Pass: 100%/34  | Total:  5h 28m | Avg:  9m 40s | Max: 37m 25s | Hits: 365%/7384  
🟩 jobs
  🟩 Build              Pass: 100%/37  | Total:  5h 46m | Avg:  9m 21s | Max: 37m 25s | Hits: 365%/7384  
  🟩 TestCPU            Pass: 100%/2   | Total: 15m 13s | Avg:  7m 36s | Max:  7m 40s
  🟩 TestGPU            Pass: 100%/3   | Total: 31m 52s | Avg: 10m 37s | Max: 11m 16s
🟩 sm
  🟩 90a                Pass: 100%/1   | Total:  4m 37s | Avg:  4m 37s | Max:  4m 37s
🟩 std
  🟩 17                 Pass: 100%/20  | Total:  3h 37m | Avg: 10m 53s | Max: 37m 25s | Hits: 365%/5538  
  🟩 20                 Pass: 100%/20  | Total:  2h 38m | Avg:  7m 56s | Max: 29m 37s | Hits: 365%/1846

  • 🟩 cccl_c_parallel: Pass: 100%/2 | Total: 8m 03s | Avg: 4m 01s | Max: 6m 01s

     
    🟩 cpu
  🟩 amd64              Pass: 100%/2   | Total:  8m 03s | Avg:  4m 01s | Max:  6m 01s
🟩 ctk
  🟩 12.6               Pass: 100%/2   | Total:  8m 03s | Avg:  4m 01s | Max:  6m 01s
🟩 cudacxx
  🟩 nvcc12.6           Pass: 100%/2   | Total:  8m 03s | Avg:  4m 01s | Max:  6m 01s
🟩 cudacxx_family
  🟩 nvcc               Pass: 100%/2   | Total:  8m 03s | Avg:  4m 01s | Max:  6m 01s
🟩 cxx
  🟩 GCC13              Pass: 100%/2   | Total:  8m 03s | Avg:  4m 01s | Max:  6m 01s
🟩 cxx_family
  🟩 GCC                Pass: 100%/2   | Total:  8m 03s | Avg:  4m 01s | Max:  6m 01s
🟩 gpu
  🟩 rtx2080            Pass: 100%/2   | Total:  8m 03s | Avg:  4m 01s | Max:  6m 01s
🟩 jobs
  🟩 Build              Pass: 100%/1   | Total:  2m 02s | Avg:  2m 02s | Max:  2m 02s
  🟩 Test               Pass: 100%/1   | Total:  6m 01s | Avg:  6m 01s | Max:  6m 01s

  • 🟩 python: Pass: 100%/1 | Total: 26m 44s | Avg: 26m 44s | Max: 26m 44s

     
    🟩 cpu
  🟩 amd64              Pass: 100%/1   | Total: 26m 44s | Avg: 26m 44s | Max: 26m 44s
🟩 ctk
  🟩 12.6               Pass: 100%/1   | Total: 26m 44s | Avg: 26m 44s | Max: 26m 44s
🟩 cudacxx
  🟩 nvcc12.6           Pass: 100%/1   | Total: 26m 44s | Avg: 26m 44s | Max: 26m 44s
🟩 cudacxx_family
  🟩 nvcc               Pass: 100%/1   | Total: 26m 44s | Avg: 26m 44s | Max: 26m 44s
🟩 cxx
  🟩 GCC13              Pass: 100%/1   | Total: 26m 44s | Avg: 26m 44s | Max: 26m 44s
🟩 cxx_family
  🟩 GCC                Pass: 100%/1   | Total: 26m 44s | Avg: 26m 44s | Max: 26m 44s
🟩 gpu
  🟩 rtx2080            Pass: 100%/1   | Total: 26m 44s | Avg: 26m 44s | Max: 26m 44s
🟩 jobs
  🟩 Test               Pass: 100%/1   | Total: 26m 44s | Avg: 26m 44s | Max: 26m 44s

👃 Inspect Changes

Modifications in project?

Project
CCCL Infrastructure
libcu++
+/- CUB
Thrust
CUDA Experimental
python
CCCL C Parallel Library
Catch2Helper

Modifications in project or dependencies?

Project
CCCL Infrastructure
libcu++
+/- CUB
+/- Thrust
CUDA Experimental
+/- python
+/- CCCL C Parallel Library
+/- Catch2Helper

🏃‍ Runner counts (total jobs: 89)
# Runner
65 linux-amd64-cpu16
8 windows-amd64-cpu16
6 linux-amd64-gpu-rtxa6000-latest-1
4 linux-arm64-cpu16
3 linux-amd64-gpu-rtx4090-latest-1
2 linux-amd64-gpu-rtx2080-latest-1
1 linux-amd64-gpu-h100-latest-1

@miscco miscco merged commit 51a890a into NVIDIA:main Jan 30, 2025
103 of 107 checks passed
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Git push to origin failed for branch/2.8.x with exitcode 128

@bernhardmgruber bernhardmgruber deleted the tune_historgram branch January 31, 2025 09:35
@gonidelis
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histogram.even @bernhardmgruber @gevtushenko I am not sure whether this one should be going in at all.

|  SampleT{ct}  |  CounterT{ct}  |  OffsetT{ct}  |  Elements{io}  |  Bins   |  Entropy  |   Ref Time |   Ref Noise |   Cmp Time |   Cmp Noise |       Diff |   %Diff |  Status  |
|---------------|----------------|---------------|----------------|---------|-----------|------------|-------------|------------|-------------|------------|---------|----------|
|      I8       |      I32       |      I32      |      2^16      |   32    |   0.201   |  11.959 us |      12.72% |  11.965 us |      12.84% |   0.006 us |   0.05% |   SAME   |
|      I8       |      I32       |      I32      |      2^20      |   32    |   0.201   |  12.534 us |       9.68% |  12.621 us |       9.01% |   0.087 us |   0.69% |   SAME   |
|      I8       |      I32       |      I32      |      2^24      |   32    |   0.201   |  19.223 us |       3.54% |  19.471 us |       2.00% |   0.249 us |   1.29% |   SAME   |
|      I8       |      I32       |      I32      |      2^28      |   32    |   0.201   | 129.715 us |       0.68% | 130.513 us |       0.74% |   0.798 us |   0.62% |   SAME   |
|      I8       |      I32       |      I32      |      2^16      |   128   |   0.201   |  12.291 us |       9.10% |  12.344 us |       8.61% |   0.053 us |   0.43% |   SAME   |
|      I8       |      I32       |      I32      |      2^20      |   128   |   0.201   |  12.486 us |       9.45% |  12.815 us |       7.72% |   0.329 us |   2.63% |   SAME   |
|      I8       |      I32       |      I32      |      2^24      |   128   |   0.201   |  19.405 us |       2.11% |  19.488 us |       1.04% |   0.083 us |   0.43% |   SAME   |
|      I8       |      I32       |      I32      |      2^28      |   128   |   0.201   | 129.897 us |       0.61% | 130.559 us |       0.71% |   0.661 us |   0.51% |   SAME   |
|      I8       |      I32       |      I32      |      2^16      |  2048   |   0.201   |  12.318 us |       8.44% |  12.319 us |       8.38% |   0.002 us |   0.01% |   SAME   |
|      I8       |      I32       |      I32      |      2^20      |  2048   |   0.201   |  14.524 us |       7.11% |  14.505 us |       7.04% |  -0.019 us |  -0.13% |   SAME   |
|      I8       |      I32       |      I32      |      2^24      |  2048   |   0.201   |  28.594 us |       3.61% |  28.643 us |       3.67% |   0.048 us |   0.17% |   SAME   |
|      I8       |      I32       |      I32      |      2^28      |  2048   |   0.201   | 134.127 us |       0.28% | 134.155 us |       0.22% |   0.028 us |   0.02% |   SAME   |
|      I8       |      I32       |      I32      |      2^16      | 2097152 |   0.201   |  16.437 us |       6.47% |  16.416 us |       6.43% |  -0.021 us |  -0.13% |   SAME   |
|      I8       |      I32       |      I32      |      2^20      | 2097152 |   0.201   |  18.397 us |       5.74% |  18.459 us |       5.70% |   0.062 us |   0.33% |   SAME   |
|      I8       |      I32       |      I32      |      2^24      | 2097152 |   0.201   |  31.978 us |       1.98% |  32.096 us |       2.46% |   0.118 us |   0.37% |   SAME   |
|      I8       |      I32       |      I32      |      2^28      | 2097152 |   0.201   | 138.306 us |       0.65% | 138.437 us |       0.44% |   0.131 us |   0.09% |   SAME   |
|      I8       |      I32       |      I32      |      2^16      |   32    |     1     |  12.314 us |       8.64% |  12.310 us |       8.55% |  -0.003 us |  -0.03% |   SAME   |
|      I8       |      I32       |      I32      |      2^20      |   32    |     1     |  12.943 us |       6.63% |  13.088 us |       5.17% |   0.145 us |   1.12% |   SAME   |
|      I8       |      I32       |      I32      |      2^24      |   32    |     1     |  19.465 us |       1.16% |  19.486 us |       1.35% |   0.021 us |   0.11% |   SAME   |
|      I8       |      I32       |      I32      |      2^28      |   32    |     1     | 130.023 us |       0.43% | 130.586 us |       0.72% |   0.563 us |   0.43% |   SLOW   |
|      I8       |      I32       |      I32      |      2^16      |   128   |     1     |  12.324 us |       8.44% |  12.355 us |       8.63% |   0.031 us |   0.25% |   SAME   |
|      I8       |      I32       |      I32      |      2^20      |   128   |     1     |  12.964 us |       6.48% |  13.290 us |       2.64% |   0.326 us |   2.52% |   SAME   |
|      I8       |      I32       |      I32      |      2^24      |   128   |     1     |  19.490 us |       1.41% |  19.505 us |       1.54% |   0.015 us |   0.08% |   SAME   |
|      I8       |      I32       |      I32      |      2^28      |   128   |     1     | 130.801 us |       0.76% | 130.854 us |       0.80% |   0.053 us |   0.04% |   SAME   |
|      I8       |      I32       |      I32      |      2^16      |  2048   |     1     |  12.402 us |       8.58% |  12.415 us |       8.58% |   0.013 us |   0.11% |   SAME   |
|      I8       |      I32       |      I32      |      2^20      |  2048   |     1     |  21.518 us |       0.98% |  21.512 us |       0.82% |  -0.006 us |  -0.03% |   SAME   |
|      I8       |      I32       |      I32      |      2^24      |  2048   |     1     |  42.001 us |       0.52% |  42.002 us |       0.49% |   0.001 us |   0.00% |   SAME   |
|      I8       |      I32       |      I32      |      2^28      |  2048   |     1     | 142.413 us |       0.22% | 142.391 us |       0.21% |  -0.022 us |  -0.02% |   SAME   |
|      I8       |      I32       |      I32      |      2^16      | 2097152 |     1     |  17.059 us |       4.98% |  17.277 us |       3.83% |   0.218 us |   1.28% |   SAME   |
|      I8       |      I32       |      I32      |      2^20      | 2097152 |     1     |  25.630 us |       0.64% |  25.626 us |       0.71% |  -0.004 us |  -0.02% |   SAME   |
|      I8       |      I32       |      I32      |      2^24      | 2097152 |     1     |  46.125 us |       0.44% |  46.116 us |       0.43% |  -0.009 us |  -0.02% |   SAME   |
|      I8       |      I32       |      I32      |      2^28      | 2097152 |     1     | 145.725 us |       0.73% | 145.754 us |       0.71% |   0.029 us |   0.02% |   SAME   |
|      I16      |      I32       |      I32      |      2^16      |   32    |   0.201   |  13.327 us |       1.49% |  13.345 us |       2.47% |   0.018 us |   0.13% |   SAME   |
|      I16      |      I32       |      I32      |      2^20      |   32    |   0.201   |  13.849 us |      12.41% |  13.944 us |      11.63% |   0.095 us |   0.68% |   SAME   |
|      I16      |      I32       |      I32      |      2^24      |   32    |   0.201   |  39.926 us |       0.62% |  39.923 us |       0.55% |  -0.004 us |  -0.01% |   SAME   |
|      I16      |      I32       |      I32      |      2^28      |   32    |   0.201   | 427.729 us |       0.31% | 427.859 us |       0.28% |   0.130 us |   0.03% |   SAME   |
|      I16      |      I32       |      I32      |      2^16      |   128   |   0.201   |  14.391 us |       7.45% |  14.354 us |       7.19% |  -0.037 us |  -0.26% |   SAME   |
|      I16      |      I32       |      I32      |      2^20      |   128   |   0.201   |  14.777 us |       6.81% |  15.076 us |       5.12% |   0.298 us |   2.02% |   SAME   |
|      I16      |      I32       |      I32      |      2^24      |   128   |   0.201   |  39.951 us |       0.63% |  39.965 us |       0.69% |   0.014 us |   0.03% |   SAME   |
|      I16      |      I32       |      I32      |      2^28      |   128   |   0.201   | 441.782 us |       0.30% | 441.747 us |       0.30% |  -0.035 us |  -0.01% |   SAME   |
|      I16      |      I32       |      I32      |      2^16      |  2048   |   0.201   |  17.431 us |       1.30% |  17.421 us |       1.33% |  -0.011 us |  -0.06% |   SAME   |
|      I16      |      I32       |      I32      |      2^20      |  2048   |   0.201   |  22.906 us |       4.34% |  22.860 us |       4.36% |  -0.046 us |  -0.20% |   SAME   |
|      I16      |      I32       |      I32      |      2^24      |  2048   |   0.201   | 119.904 us |       0.52% | 119.888 us |       0.50% |  -0.015 us |  -0.01% |   SAME   |
|      I16      |      I32       |      I32      |      2^28      |  2048   |   0.201   |   1.722 ms |       0.11% |   1.722 ms |       0.11% |   0.482 us |   0.03% |   SAME   |
|      I16      |      I32       |      I32      |      2^16      | 2097152 |   0.201   | 547.959 us |       0.08% | 548.028 us |       0.11% |   0.069 us |   0.01% |   SAME   |
|      I16      |      I32       |      I32      |      2^20      | 2097152 |   0.201   |   1.158 ms |       0.15% |   1.158 ms |       0.15% |  -0.121 us |  -0.01% |   SAME   |
|      I16      |      I32       |      I32      |      2^24      | 2097152 |   0.201   |   1.531 ms |       0.45% |   1.530 ms |       0.43% |  -0.420 us |  -0.03% |   SAME   |
|      I16      |      I32       |      I32      |      2^28      | 2097152 |   0.201   |   2.013 ms |       0.78% |   2.015 ms |       0.89% |   1.906 us |   0.09% |   SAME   |
|      I16      |      I32       |      I32      |      2^16      |   32    |     1     |  13.624 us |       5.28% |  13.481 us |       4.43% |  -0.142 us |  -1.04% |   SAME   |
|      I16      |      I32       |      I32      |      2^20      |   32    |     1     |  14.327 us |      10.82% |  14.140 us |      11.67% |  -0.187 us |  -1.30% |   SAME   |
|      I16      |      I32       |      I32      |      2^24      |   32    |     1     |  39.956 us |       0.67% |  39.929 us |       0.49% |  -0.027 us |  -0.07% |   SAME   |
|      I16      |      I32       |      I32      |      2^28      |   32    |     1     | 441.442 us |       0.24% | 441.515 us |       0.23% |   0.072 us |   0.02% |   SAME   |
|      I16      |      I32       |      I32      |      2^16      |   128   |     1     |  13.595 us |       5.21% |  13.546 us |       5.02% |  -0.049 us |  -0.36% |   SAME   |
|      I16      |      I32       |      I32      |      2^20      |   128   |     1     |  14.381 us |       7.45% |  14.429 us |       7.15% |   0.047 us |   0.33% |   SAME   |
|      I16      |      I32       |      I32      |      2^24      |   128   |     1     |  39.163 us |       2.62% |  39.201 us |       2.62% |   0.038 us |   0.10% |   SAME   |
|      I16      |      I32       |      I32      |      2^28      |   128   |     1     | 425.241 us |       0.19% | 425.311 us |       0.19% |   0.070 us |   0.02% |   SAME   |
|      I16      |      I32       |      I32      |      2^16      |  2048   |     1     |  19.486 us |       1.13% |  19.471 us |       0.98% |  -0.015 us |  -0.08% |   SAME   |
|      I16      |      I32       |      I32      |      2^20      |  2048   |     1     |  21.514 us |       0.71% |  21.508 us |       0.76% |  -0.005 us |  -0.02% |   SAME   |
|      I16      |      I32       |      I32      |      2^24      |  2048   |     1     | 115.763 us |       0.78% | 115.704 us |       0.82% |  -0.059 us |  -0.05% |   SAME   |
|      I16      |      I32       |      I32      |      2^28      |  2048   |     1     |   1.639 ms |       0.29% |   1.639 ms |       0.30% |  -0.366 us |  -0.02% |   SAME   |
|      I16      |      I32       |      I32      |      2^16      | 2097152 |     1     | 548.017 us |       0.11% | 548.032 us |       0.11% |   0.015 us |   0.00% |   SAME   |
|      I16      |      I32       |      I32      |      2^20      | 2097152 |     1     |   1.158 ms |       0.16% |   1.158 ms |       0.16% |  -0.037 us |  -0.00% |   SAME   |
|      I16      |      I32       |      I32      |      2^24      | 2097152 |     1     |   1.530 ms |       0.43% |   1.530 ms |       0.43% |   0.338 us |   0.02% |   SAME   |
|      I16      |      I32       |      I32      |      2^28      | 2097152 |     1     |   2.014 ms |       0.83% |   2.014 ms |       0.84% |  -0.453 us |  -0.02% |   SAME   |
|      I32      |      I32       |      I32      |      2^16      |   32    |   0.201   |  15.363 us |       1.59% |  15.373 us |       1.47% |   0.010 us |   0.06% |   SAME   |
|      I32      |      I32       |      I32      |      2^20      |   32    |   0.201   |  16.814 us |       5.62% |  16.890 us |       5.38% |   0.076 us |   0.45% |   SAME   |
|      I32      |      I32       |      I32      |      2^24      |   32    |   0.201   |  48.183 us |       0.78% |  48.194 us |       0.78% |   0.011 us |   0.02% |   SAME   |
|      I32      |      I32       |      I32      |      2^28      |   32    |   0.201   | 565.868 us |       0.15% | 565.940 us |       0.14% |   0.072 us |   0.01% |   SAME   |
|      I32      |      I32       |      I32      |      2^16      |   128   |   0.201   |  15.368 us |       1.15% |  15.378 us |       1.30% |   0.010 us |   0.07% |   SAME   |
|      I32      |      I32       |      I32      |      2^20      |   128   |   0.201   |  16.950 us |       5.16% |  16.998 us |       4.94% |   0.048 us |   0.28% |   SAME   |
|      I32      |      I32       |      I32      |      2^24      |   128   |   0.201   |  48.486 us |       1.90% |  48.532 us |       1.76% |   0.046 us |   0.09% |   SAME   |
|      I32      |      I32       |      I32      |      2^28      |   128   |   0.201   | 567.084 us |       0.21% | 567.062 us |       0.21% |  -0.022 us |  -0.00% |   SAME   |
|      I32      |      I32       |      I32      |      2^16      |  2048   |   0.201   |  17.423 us |       0.89% |  17.420 us |       1.01% |  -0.003 us |  -0.02% |   SAME   |
|      I32      |      I32       |      I32      |      2^20      |  2048   |   0.201   |  21.518 us |       0.82% |  21.523 us |       0.89% |   0.005 us |   0.02% |   SAME   |
|      I32      |      I32       |      I32      |      2^24      |  2048   |   0.201   |  92.498 us |       1.25% |  92.427 us |       1.27% |  -0.071 us |  -0.08% |   SAME   |
|      I32      |      I32       |      I32      |      2^28      |  2048   |   0.201   |   1.498 ms |       0.09% |   1.497 ms |       0.10% |  -1.028 us |  -0.07% |   SAME   |
|      I32      |      I32       |      I32      |      2^16      | 2097152 |   0.201   |   1.949 ms |       0.18% |   1.949 ms |       0.16% |   0.114 us |   0.01% |   SAME   |
|      I32      |      I32       |      I32      |      2^20      | 2097152 |   0.201   |   2.799 ms |       0.11% |   2.799 ms |       0.11% |   0.087 us |   0.00% |   SAME   |
|      I32      |      I32       |      I32      |      2^24      | 2097152 |   0.201   |   3.426 ms |       0.26% |   3.425 ms |       0.26% |  -0.811 us |  -0.02% |   SAME   |
|      I32      |      I32       |      I32      |      2^28      | 2097152 |   0.201   |   5.861 ms |       0.25% |   5.860 ms |       0.23% |  -0.879 us |  -0.01% |   SAME   |
|      I32      |      I32       |      I32      |      2^16      |   32    |     1     |  15.353 us |       1.17% |  15.372 us |       1.22% |   0.020 us |   0.13% |   SAME   |
|      I32      |      I32       |      I32      |      2^20      |   32    |     1     |  16.905 us |       5.33% |  16.922 us |       5.25% |   0.017 us |   0.10% |   SAME   |
|      I32      |      I32       |      I32      |      2^24      |   32    |     1     |  50.193 us |       0.38% |  50.196 us |       0.33% |   0.004 us |   0.01% |   SAME   |
|      I32      |      I32       |      I32      |      2^28      |   32    |     1     | 582.528 us |       0.10% | 579.376 us |       0.76% |  -3.153 us |  -0.54% |   FAST   |
|      I32      |      I32       |      I32      |      2^16      |   128   |     1     |  15.368 us |       1.17% |  15.369 us |       1.32% |   0.001 us |   0.01% |   SAME   |
|      I32      |      I32       |      I32      |      2^20      |   128   |     1     |  16.954 us |       5.01% |  16.831 us |       5.60% |  -0.123 us |  -0.73% |   SAME   |
|      I32      |      I32       |      I32      |      2^24      |   128   |     1     |  48.081 us |       0.89% |  48.032 us |       0.99% |  -0.048 us |  -0.10% |   SAME   |
|      I32      |      I32       |      I32      |      2^28      |   128   |     1     | 563.518 us |       0.19% | 557.504 us |       0.22% |  -6.014 us |  -1.07% |   FAST   |
|      I32      |      I32       |      I32      |      2^16      |  2048   |     1     |  18.906 us |       4.99% |  18.526 us |       5.65% |  -0.380 us |  -2.01% |   SAME   |
|      I32      |      I32       |      I32      |      2^20      |  2048   |     1     |  23.563 us |       0.67% |  23.564 us |       0.72% |   0.001 us |   0.00% |   SAME   |
|      I32      |      I32       |      I32      |      2^24      |  2048   |     1     | 102.750 us |       1.25% | 103.526 us |       1.62% |   0.777 us |   0.76% |   SAME   |
|      I32      |      I32       |      I32      |      2^28      |  2048   |     1     |   1.565 ms |       2.27% |   1.554 ms |       2.29% | -10.941 us |  -0.70% |   SAME   |
|      I32      |      I32       |      I32      |      2^16      | 2097152 |     1     |   1.991 ms |       0.16% |   1.991 ms |       0.16% |  -0.025 us |  -0.00% |   SAME   |
|      I32      |      I32       |      I32      |      2^20      | 2097152 |     1     |   2.821 ms |       0.09% |   2.821 ms |       0.09% |  -0.123 us |  -0.00% |   SAME   |
|      I32      |      I32       |      I32      |      2^24      | 2097152 |     1     |   3.994 ms |       0.24% |   3.994 ms |       0.24% |   0.610 us |   0.02% |   SAME   |
|      I32      |      I32       |      I32      |      2^28      | 2097152 |     1     |  15.206 ms |       0.61% |  15.217 ms |       0.62% |  10.829 us |   0.07% |   SAME   |
|      I64      |      I32       |      I32      |      2^16      |   32    |   0.201   |  13.317 us |       1.34% |  13.058 us |       5.03% |  -0.259 us |  -1.95% |   FAST   |
|      I64      |      I32       |      I32      |      2^20      |   32    |   0.201   |  15.148 us |       4.71% |  14.430 us |       7.45% |  -0.718 us |  -4.74% |   FAST   |
|      I64      |      I32       |      I32      |      2^24      |   32    |   0.201   |  52.223 us |       0.38% |  52.136 us |       0.91% |  -0.087 us |  -0.17% |   SAME   |
|      I64      |      I32       |      I32      |      2^28      |   32    |   0.201   | 604.529 us |       0.25% | 603.967 us |       0.26% |  -0.561 us |  -0.09% |   SAME   |
|      I64      |      I32       |      I32      |      2^16      |   128   |   0.201   |  13.336 us |       1.87% |  13.260 us |       2.87% |  -0.075 us |  -0.57% |   SAME   |
|      I64      |      I32       |      I32      |      2^20      |   128   |   0.201   |  15.369 us |       1.03% |  14.968 us |       5.45% |  -0.400 us |  -2.60% |   FAST   |
|      I64      |      I32       |      I32      |      2^24      |   128   |   0.201   |  52.271 us |       0.67% |  51.737 us |       1.70% |  -0.533 us |  -1.02% |   FAST   |
|      I64      |      I32       |      I32      |      2^28      |   128   |   0.201   | 611.224 us |       0.30% | 610.852 us |       0.42% |  -0.372 us |  -0.06% |   SAME   |
|      I64      |      I32       |      I32      |      2^16      |  2048   |   0.201   |  15.347 us |       0.84% |  15.192 us |       3.83% |  -0.156 us |  -1.01% |   FAST   |
|      I64      |      I32       |      I32      |      2^20      |  2048   |   0.201   |  19.443 us |       0.66% |  19.159 us |       3.91% |  -0.284 us |  -1.46% |   FAST   |
|      I64      |      I32       |      I32      |      2^24      |  2048   |   0.201   | 124.603 us |       0.99% | 124.447 us |       1.02% |  -0.156 us |  -0.12% |   SAME   |
|      I64      |      I32       |      I32      |      2^28      |  2048   |   0.201   |   1.778 ms |       0.08% |   1.776 ms |       0.09% |  -2.519 us |  -0.14% |   FAST   |
|      I64      |      I32       |      I32      |      2^16      | 2097152 |   0.201   |   2.594 ms |       0.16% |   2.596 ms |       0.23% |   2.263 us |   0.09% |   SAME   |
|      I64      |      I32       |      I32      |      2^20      | 2097152 |   0.201   |   3.087 ms |       0.16% |   3.087 ms |       0.16% |  -0.570 us |  -0.02% |   SAME   |
|      I64      |      I32       |      I32      |      2^24      | 2097152 |   0.201   |   3.445 ms |       0.24% |   3.445 ms |       0.25% |  -0.208 us |  -0.01% |   SAME   |
|      I64      |      I32       |      I32      |      2^28      | 2097152 |   0.201   |   5.976 ms |       0.22% |   5.976 ms |       0.23% |  -0.205 us |  -0.00% |   SAME   |
|      I64      |      I32       |      I32      |      2^16      |   32    |     1     |  13.317 us |       1.09% |  12.948 us |       5.95% |  -0.369 us |  -2.77% |   FAST   |
|      I64      |      I32       |      I32      |      2^20      |   32    |     1     |  15.211 us |       5.74% |  14.597 us |       7.94% |  -0.613 us |  -4.03% |   SAME   |
|      I64      |      I32       |      I32      |      2^24      |   32    |     1     |  53.181 us |       1.95% |  53.007 us |       2.14% |  -0.174 us |  -0.33% |   SAME   |
|      I64      |      I32       |      I32      |      2^28      |   32    |     1     | 619.640 us |       0.26% | 619.470 us |       0.29% |  -0.170 us |  -0.03% |   SAME   |
|      I64      |      I32       |      I32      |      2^16      |   128   |     1     |  13.313 us |       1.04% |  13.125 us |       4.46% |  -0.188 us |  -1.41% |   FAST   |
|      I64      |      I32       |      I32      |      2^20      |   128   |     1     |  15.354 us |       2.47% |  14.779 us |       6.47% |  -0.576 us |  -3.75% |   FAST   |
|      I64      |      I32       |      I32      |      2^24      |   128   |     1     |  52.208 us |       0.38% |  51.806 us |       1.59% |  -0.402 us |  -0.77% |   FAST   |
|      I64      |      I32       |      I32      |      2^28      |   128   |     1     | 600.558 us |       0.30% | 600.141 us |       0.30% |  -0.417 us |  -0.07% |   SAME   |
|      I64      |      I32       |      I32      |      2^16      |  2048   |     1     |  15.429 us |       2.46% |  15.414 us |       2.51% |  -0.016 us |  -0.10% |   SAME   |
|      I64      |      I32       |      I32      |      2^20      |  2048   |     1     |  21.677 us |       2.93% |  21.056 us |       5.29% |  -0.621 us |  -2.86% |   SAME   |
|      I64      |      I32       |      I32      |      2^24      |  2048   |     1     | 121.717 us |       0.87% | 121.607 us |       0.84% |  -0.110 us |  -0.09% |   SAME   |
|      I64      |      I32       |      I32      |      2^28      |  2048   |     1     |   1.840 ms |       1.10% |   1.841 ms |       1.06% |   0.903 us |   0.05% |   SAME   |
|      I64      |      I32       |      I32      |      2^16      | 2097152 |     1     |   2.579 ms |       0.11% |   2.579 ms |       0.11% |   0.120 us |   0.00% |   SAME   |
|      I64      |      I32       |      I32      |      2^20      | 2097152 |     1     |   3.118 ms |       0.11% |   3.117 ms |       0.10% |  -0.394 us |  -0.01% |   SAME   |
|      I64      |      I32       |      I32      |      2^24      | 2097152 |     1     |   4.018 ms |       0.22% |   4.017 ms |       0.20% |  -0.471 us |  -0.01% |   SAME   |
|      I64      |      I32       |      I32      |      2^28      | 2097152 |     1     |  15.373 ms |       0.29% |  15.373 ms |       0.28% |  -0.302 us |  -0.00% |   SAME   |
|      F32      |      I32       |      I32      |      2^16      |   32    |   0.201   |  13.332 us |       1.44% |  13.117 us |       4.74% |  -0.215 us |  -1.62% |   FAST   |
|      F32      |      I32       |      I32      |      2^20      |   32    |   0.201   |  15.052 us |       5.01% |  14.194 us |       6.92% |  -0.858 us |  -5.70% |   FAST   |
|      F32      |      I32       |      I32      |      2^24      |   32    |   0.201   |  37.977 us |       1.14% |  37.876 us |       1.53% |  -0.101 us |  -0.27% |   SAME   |
|      F32      |      I32       |      I32      |      2^28      |   32    |   0.201   | 414.543 us |       0.33% | 413.794 us |       0.41% |  -0.749 us |  -0.18% |   SAME   |
|      F32      |      I32       |      I32      |      2^16      |   128   |   0.201   |  13.319 us |       1.32% |  13.288 us |       2.49% |  -0.031 us |  -0.24% |   SAME   |
|      F32      |      I32       |      I32      |      2^20      |   128   |   0.201   |  15.075 us |       4.88% |  14.299 us |       7.03% |  -0.776 us |  -5.15% |   FAST   |
|      F32      |      I32       |      I32      |      2^24      |   128   |   0.201   |  37.900 us |       0.58% |  37.837 us |       1.04% |  -0.062 us |  -0.16% |   SAME   |
|      F32      |      I32       |      I32      |      2^28      |   128   |   0.201   | 428.308 us |       0.32% | 427.679 us |       0.36% |  -0.629 us |  -0.15% |   SAME   |
|      F32      |      I32       |      I32      |      2^16      |  2048   |   0.201   |  15.378 us |       1.42% |  15.326 us |       2.34% |  -0.052 us |  -0.34% |   SAME   |
|      F32      |      I32       |      I32      |      2^20      |  2048   |   0.201   |  19.476 us |       0.90% |  18.806 us |       5.13% |  -0.670 us |  -3.44% |   FAST   |
|      F32      |      I32       |      I32      |      2^24      |  2048   |   0.201   | 113.975 us |       0.69% | 113.999 us |       0.82% |   0.024 us |   0.02% |   SAME   |
|      F32      |      I32       |      I32      |      2^28      |  2048   |   0.201   |   1.550 ms |       0.38% |   1.548 ms |       0.39% |  -1.881 us |  -0.12% |   SAME   |
|      F32      |      I32       |      I32      |      2^16      | 2097152 |   0.201   |   1.938 ms |       0.15% |   1.938 ms |       0.16% |  -0.105 us |  -0.01% |   SAME   |
|      F32      |      I32       |      I32      |      2^20      | 2097152 |   0.201   |   2.784 ms |       0.09% |   2.784 ms |       0.09% |  -0.047 us |  -0.00% |   SAME   |
|      F32      |      I32       |      I32      |      2^24      | 2097152 |   0.201   |   3.382 ms |       0.25% |   3.381 ms |       0.26% |  -0.279 us |  -0.01% |   SAME   |
|      F32      |      I32       |      I32      |      2^28      | 2097152 |   0.201   |   5.658 ms |       0.26% |   5.657 ms |       0.27% |  -0.577 us |  -0.01% |   SAME   |
|      F32      |      I32       |      I32      |      2^16      |   32    |     1     |  13.213 us |       3.59% |  13.193 us |       4.09% |  -0.019 us |  -0.15% |   SAME   |
|      F32      |      I32       |      I32      |      2^20      |   32    |     1     |  14.227 us |       7.62% |  14.199 us |       7.59% |  -0.028 us |  -0.19% |   SAME   |
|      F32      |      I32       |      I32      |      2^24      |   32    |     1     |  27.506 us |       2.03% |  27.553 us |       1.83% |   0.047 us |   0.17% |   SAME   |
|      F32      |      I32       |      I32      |      2^28      |   32    |     1     | 239.112 us |       0.54% | 238.956 us |       0.54% |  -0.156 us |  -0.07% |   SAME   |
|      F32      |      I32       |      I32      |      2^16      |   128   |     1     |  13.159 us |       4.49% |  13.122 us |       4.79% |  -0.037 us |  -0.28% |   SAME   |
|      F32      |      I32       |      I32      |      2^20      |   128   |     1     |  13.731 us |      13.12% |  13.609 us |      13.47% |  -0.122 us |  -0.89% |   SAME   |
|      F32      |      I32       |      I32      |      2^24      |   128   |     1     |  27.511 us |       2.21% |  27.426 us |       2.66% |  -0.085 us |  -0.31% |   SAME   |
|      F32      |      I32       |      I32      |      2^28      |   128   |     1     | 244.621 us |       0.42% | 244.631 us |       0.39% |   0.010 us |   0.00% |   SAME   |
|      F32      |      I32       |      I32      |      2^16      |  2048   |     1     |  16.729 us |       5.90% |  16.706 us |       6.09% |  -0.023 us |  -0.14% |   SAME   |
|      F32      |      I32       |      I32      |      2^20      |  2048   |     1     |  21.154 us |       3.67% |  21.212 us |       3.43% |   0.058 us |   0.27% |   SAME   |
|      F32      |      I32       |      I32      |      2^24      |  2048   |     1     | 107.234 us |       2.10% | 107.156 us |       2.08% |  -0.078 us |  -0.07% |   SAME   |
|      F32      |      I32       |      I32      |      2^28      |  2048   |     1     |   1.504 ms |       1.05% |   1.503 ms |       1.15% |  -0.111 us |  -0.01% |   SAME   |
|      F32      |      I32       |      I32      |      2^16      | 2097152 |     1     |   1.990 ms |       0.27% |   1.989 ms |       0.25% |  -0.729 us |  -0.04% |   SAME   |
|      F32      |      I32       |      I32      |      2^20      | 2097152 |     1     |   2.818 ms |       0.09% |   2.818 ms |       0.10% |  -0.105 us |  -0.00% |   SAME   |
|      F32      |      I32       |      I32      |      2^24      | 2097152 |     1     |   3.970 ms |       0.18% |   3.970 ms |       0.18% |   0.648 us |   0.02% |   SAME   |
|      F32      |      I32       |      I32      |      2^28      | 2097152 |     1     |  15.037 ms |       0.37% |  15.043 ms |       0.35% |   6.096 us |   0.04% |   SAME   |
|      F64      |      I32       |      I32      |      2^16      |   32    |   0.201   |  13.266 us |       2.71% |  13.268 us |       3.10% |   0.002 us |   0.02% |   SAME   |
|      F64      |      I32       |      I32      |      2^20      |   32    |   0.201   |  14.374 us |       7.44% |  14.410 us |       7.11% |   0.036 us |   0.25% |   SAME   |
|      F64      |      I32       |      I32      |      2^24      |   32    |   0.201   |  45.652 us |       1.88% |  45.601 us |       1.94% |  -0.051 us |  -0.11% |   SAME   |
|      F64      |      I32       |      I32      |      2^28      |   32    |   0.201   | 530.092 us |       0.25% | 530.147 us |       0.22% |   0.054 us |   0.01% |   SAME   |
|      F64      |      I32       |      I32      |      2^16      |   128   |   0.201   |  13.124 us |       4.85% |  13.083 us |       4.91% |  -0.041 us |  -0.31% |   SAME   |
|      F64      |      I32       |      I32      |      2^20      |   128   |   0.201   |  14.734 us |       6.52% |  14.713 us |       6.70% |  -0.021 us |  -0.14% |   SAME   |
|      F64      |      I32       |      I32      |      2^24      |   128   |   0.201   |  44.781 us |       3.26% |  44.818 us |       3.26% |   0.037 us |   0.08% |   SAME   |
|      F64      |      I32       |      I32      |      2^28      |   128   |   0.201   | 544.748 us |       0.20% | 544.689 us |       0.20% |  -0.059 us |  -0.01% |   SAME   |
|      F64      |      I32       |      I32      |      2^16      |  2048   |   0.201   |  13.875 us |       6.74% |  13.595 us |       5.15% |  -0.281 us |  -2.02% |   SAME   |
|      F64      |      I32       |      I32      |      2^20      |  2048   |   0.201   |  18.817 us |       5.11% |  18.811 us |       5.08% |  -0.006 us |  -0.03% |   SAME   |
|      F64      |      I32       |      I32      |      2^24      |  2048   |   0.201   | 134.155 us |       0.91% | 134.041 us |       0.87% |  -0.114 us |  -0.09% |   SAME   |
|      F64      |      I32       |      I32      |      2^28      |  2048   |   0.201   |   1.810 ms |       0.15% |   1.809 ms |       0.15% |  -1.144 us |  -0.06% |   SAME   |
|      F64      |      I32       |      I32      |      2^16      | 2097152 |   0.201   |   2.591 ms |       0.18% |   2.591 ms |       0.17% |   0.069 us |   0.00% |   SAME   |
|      F64      |      I32       |      I32      |      2^20      | 2097152 |   0.201   |   3.079 ms |       0.16% |   3.079 ms |       0.16% |  -0.318 us |  -0.01% |   SAME   |
|      F64      |      I32       |      I32      |      2^24      | 2097152 |   0.201   |   3.707 ms |       0.32% |   3.706 ms |       0.31% |  -0.072 us |  -0.00% |   SAME   |
|      F64      |      I32       |      I32      |      2^28      | 2097152 |   0.201   |   5.856 ms |       0.28% |   5.857 ms |       0.28% |   1.459 us |   0.02% |   SAME   |
|      F64      |      I32       |      I32      |      2^16      |   32    |     1     |  12.689 us |       8.15% |  12.601 us |       8.30% |  -0.088 us |  -0.69% |   SAME   |
|      F64      |      I32       |      I32      |      2^20      |   32    |     1     |  13.229 us |      12.61% |  13.348 us |      12.20% |   0.119 us |   0.90% |   SAME   |
|      F64      |      I32       |      I32      |      2^24      |   32    |     1     |  38.045 us |       2.12% |  38.104 us |       2.09% |   0.059 us |   0.15% |   SAME   |
|      F64      |      I32       |      I32      |      2^28      |   32    |     1     | 363.726 us |       1.07% | 365.081 us |       1.55% |   1.355 us |   0.37% |   SAME   |
|      F64      |      I32       |      I32      |      2^16      |   128   |     1     |  12.677 us |       7.53% |  13.212 us |       3.53% |   0.536 us |   4.23% |   SLOW   |
|      F64      |      I32       |      I32      |      2^20      |   128   |     1     |  14.314 us |       9.42% |  14.614 us |       8.08% |   0.301 us |   2.10% |   SAME   |
|      F64      |      I32       |      I32      |      2^24      |   128   |     1     |  38.037 us |       2.19% |  38.151 us |       2.45% |   0.114 us |   0.30% |   SAME   |
|      F64      |      I32       |      I32      |      2^28      |   128   |     1     | 367.755 us |       0.59% | 367.701 us |       0.55% |  -0.054 us |  -0.01% |   SAME   |
|      F64      |      I32       |      I32      |      2^16      |  2048   |     1     |  15.325 us |       2.36% |  15.335 us |       1.85% |   0.010 us |   0.06% |   SAME   |
|      F64      |      I32       |      I32      |      2^20      |  2048   |     1     |  21.008 us |       4.57% |  20.912 us |       4.63% |  -0.096 us |  -0.46% |   SAME   |
|      F64      |      I32       |      I32      |      2^24      |  2048   |     1     | 125.026 us |       1.04% | 125.209 us |       0.99% |   0.183 us |   0.15% |   SAME   |
|      F64      |      I32       |      I32      |      2^28      |  2048   |     1     |   1.621 ms |       0.33% |   1.620 ms |       0.33% |  -0.481 us |  -0.03% |   SAME   |
|      F64      |      I32       |      I32      |      2^16      | 2097152 |     1     |   2.580 ms |       0.21% |   2.580 ms |       0.21% |  -0.482 us |  -0.02% |   SAME   |
|      F64      |      I32       |      I32      |      2^20      | 2097152 |     1     |   3.114 ms |       0.11% |   3.114 ms |       0.11% |  -0.137 us |  -0.00% |   SAME   |
|      F64      |      I32       |      I32      |      2^24      | 2097152 |     1     |   4.315 ms |       0.20% |   4.315 ms |       0.19% |  -0.323 us |  -0.01% |   SAME   |
|      F64      |      I32       |      I32      |      2^28      | 2097152 |     1     |  15.505 ms |       0.39% |  15.509 ms |       0.39% |   3.156 us |   0.02% |   SAME   |

@bernhardmgruber bernhardmgruber mentioned this pull request Feb 5, 2025
Merged
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bernhardmgruber added a commit to bernhardmgruber/cccl that referenced this pull request Feb 6, 2025
@bernhardmgruber @gonidelis
Add b200 tunings for histogram (NVIDIA#3616)
14eab18 
Co-authored-by: Giannis Gonidelis <[email protected]>
@bernhardmgruber bernhardmgruber mentioned this pull request Feb 6, 2025
Open
elstehle pushed a commit to bernhardmgruber/cccl that referenced this pull request Feb 7, 2025
@bernhardmgruber @gonidelis @elstehle
Add b200 tunings for histogram (NVIDIA#3616)
af08839 
Co-authored-by: Giannis Gonidelis <[email protected]>
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@gonidelis gonidelis gonidelis left review comments

@miscco miscco miscco approved these changes

@elstehle elstehle elstehle approved these changes

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@bernhardmgruber @gonidelis @miscco @elstehle